Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-02 0.279778 0.314615 0.353794 0.401460 0.458350 0.524663 0.608686
2025-02-09 0.231136 0.278514 0.337275 0.417036 0.524964 0.669824 0.886166
2025-02-16 0.201136 0.254418 0.325321 0.429873 0.586306 0.823161 1.235118
2025-02-23 0.176860 0.231688 0.308525 0.429224 0.624903 0.952863 1.607836
2025-03-02 0.152939 0.205130 0.280902 0.405322 0.619112 1.006091 1.870005
2025-03-09 0.138025 0.189183 0.265930 0.397371 0.636423 1.104235 2.281268
2025-03-16 0.126547 0.176763 0.254311 0.392245 0.656624 1.214168 2.798393
2025-03-23 0.118952 0.169295 0.249316 0.397247 0.696761 1.381770 3.622184
2025-03-30 0.108433 0.156134 0.233343 0.379629 0.686585 1.428014 4.109246
2025-04-06 0.099844 0.145299 0.220103 0.365093 0.679729 1.480840 4.688616
2025-04-13 0.092425 0.135762 0.208135 0.351291 0.671566 1.527994 5.315935
2025-04-20 0.090152 0.134522 0.210487 0.366096 0.733385 1.806871 7.570137
2025-04-27 0.089676 0.136498 0.219245 0.396644 0.846543 2.337341 13.235455
2025-05-04 0.087450 0.135295 0.222098 0.415484 0.937628 2.880538 22.686932
2025-05-11 0.084746 0.132989 0.222560 0.429115 1.019999 3.481781 40.329025
2025-05-18 0.080814 0.128120 0.217433 0.428668 1.059787 3.934462 65.653451
2025-05-25 0.074959 0.119305 0.203573 0.404851 1.016640 3.906362 77.155935
2025-06-01 0.071132 0.114015 0.196456 0.396922 1.025750 4.205931 118.693084
2025-06-08 0.067892 0.109609 0.190769 0.391807 1.043667 4.594504 206.357285
2025-06-15 0.065795 0.107219 0.189068 0.396801 1.100909 5.355500 565.951557
2025-06-22 0.061979 0.101306 0.179406 0.379210 1.066513 5.370426 831.030814
2025-06-29 0.058681 0.096230 0.171207 0.364696 1.041134 5.449153 1402.418933
2025-07-06 0.055664 0.091553 0.163574 0.350914 1.015671 5.512228 2563.893111